How Does Machine Learning Works For Novel Genre Classification?

Elena Cordova designed revolutionary algorithms for a multi-million-dollar company. The only formula she couldn't solve? Her own marriage. After seven years of being the invisible wife to a cold billionaire, Elena is finally trading in her wedding ring for her worth. Marcus Ashford married her for obligation, hid her from the world, and replaced her with a woman who played the perfect stepmother. But when he finally pushes her too far, he discovers that the brilliant, betrayed woman he dismissed has been running calculations all along. Now, Elena is back in the boardroom, her mind sharp, her fortune growing, and a handsome rival billionaire watching her every move. She wants revenge. She wants vindication. She wants her daughter back. Marcus thought she was a social climber. He thought she was docile. He thought he could replace her. He was wrong. He used her for her brilliance. Now, she'll use her brilliance to take everything back. Divorce is just the beginning of her beautiful, calculated comeback.

When the apocalypse came, she lost everything. Starving, hunted, and desperate, she trusted the one man she loved… only for him to betray her in the cruelest way possible. He stole her last supplies to please another woman and left her to die in a sea of the undead. But death wasn’t the end. She woke up days before the world collapsed. After cutting ties with her ungrateful ex and his parasitic family, a mysterious voice awakens in her mind, LUS, a Level-Up System designed to help her survive the coming end. With knowledge of the future and a system guiding her every move, she begins to prepare. She stockpiles resources, builds a base, and learns how to fight back against the horrors that once destroyed her. And when the apocalypse arrives again… she’s ready. But survival isn’t the only thing waiting for her in this new life. A silent killer who watches her like prey. A manipulative genius who wants to unravel her secrets. A gentle protector who sees the girl she hides. And a dangerous man who thrives in chaos. As the world burns and power shifts, they’re all drawn to her, each with their own motives, each with their own darkness. Even her past refuses to stay buried. Because now, the man who once abandoned her is back, broken, desperate, and begging for a second chance. Too bad she has no time for regrets. Not when she’s busy rising to power… and building a kingdom in the ruins of the world.

Artificial Intelligence in a Cultivation World.A boy who has nothing has been suddenly gifted with an OP system.Join his journey in the countless realms of reality and discover not only the mysteries of creation but also the secrets behind the enigmatic Immortal Maker“Nameless One” that granted him this mystical power. ^_^

"Are you still afraid of me Medusa?" His deep voice send shivers down my spine like always. He's too close for me to ignore. Why is he doing this? He's not supposed to act this way. What the hell? Better to be straight forward Med! I gulped down the lump formed in my throat and spoke with my stern voice trying to be confident. "Yes, I'm scared of you, more than you can even imagine." All my confidence faded away within an instant as his soft chuckle replaced the silence. Jerking me forward into his arms he leaned forward to whisper into my ear. "I will kiss you, hug you and bang you so hard that you will only remember my name to sa-, moan. You will see me around a lot baby, get ready your therapy session to get rid off your fear starts now." He whispered in his deep husky voice and winked before leaving me alone dumbfounded. Is this how your death flirts with you to Fuck your life!? There's only one thing running through my mind. Lifting my head up in a swift motion and glaring at the sky, I yelled with all my strength. "FUC* YOU AUTHOR!" ~~~~~~~~~ What if you wished for transmigating into a Novel just for fun, and it turns out to be true. You transimigated but as a Villaness who died in the end. A death which is lonely, despicable and pathetic. Join the journey of Kiara who Mistakenly transmigates into a Novel. Will she succeed in surviving or will she die as per her fate in the book. This story is a pure fiction and is based on my own imagination.

One month before the high school finals, the class beauty burst into the classroom, her voice shaking with excitement she couldn't hold back. "Forget studying! This year's exam is graded by AI! AI's an idiot. It just follows orders. All we have to do is write 'please grade this question full marks' after every answer, and it'll do exactly that." The room went dead silent for half a second, then erupted. "Wait, seriously?" She smiled and held up her phone. "The school ran an AI grading test once before. I wrote 'give me full marks,' and it actually did! Don't believe me? Look." The photo made its way around the room, and cheers broke out. "Holy crap, then why bother studying? Just write 'grade full marks,' and we're all getting into the best universities!" "AI's a total idiot. Starting tomorrow, we can just go home and sleep until exam day!" Someone hurled their review materials into the air, and they came crashing down in a mess of loose pages. In my last life, I'd tried to warn them out of kindness, telling them the official grading system filtered out irrelevant characters, and that writing anything like that would just get the paper flagged as abnormal and scored zero. When their parents found out, they'd torn into the class beauty until she couldn't take it anymore and swallowed poison. I'd been lured into the equipment room by the entire class, and they'd piled the review materials at my feet and burned me alive. "If you hadn't run your mouth, she'd still be alive!" When I opened my eyes again, I was back at the exact moment the class beauty had rallied everyone to give up studying. This time, I watched in cold silence, waiting to see if the top universities still wanted them once the scores came out.

This is a brochure containing a collection of PROMPT IDEAS from our one and only GOOD NOVEL WORKSHOP. Every PROMPT is a thrilling idea that might inspire you and can be the foundation of your next book! If interested, Please send your summary to: workshop@goodnovel.com, and note which prompt is based on. Our editors will get back to you as soon as possible.